Low contrast is the bomb. When done well tonal outfits are generally easy on the eyes. I agree that it's difficult but would hesitate to say it looks contrived. It seems more incidental.
Matching colors is also easy on the eyes, but because it obviously requires thought it stands out as looking more contrived.